Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | accuracy | roc_auc | boyce_cont | brier_class | tss_max |
|---|---|---|---|---|---|
| rf | 0.9675889 | 0.9929945 | 0.8306062 | 0.0315119 | 0.9679683 |
| bt | 0.8197628 | 0.8387121 | 0.9450878 | 0.1323777 | 0.5075976 |
| maxnet | 0.6411067 | 0.7619866 | 0.9359977 | 0.2256542 | 0.4483415 |
| gam | 0.7905138 | 0.7676591 | 0.9311707 | 0.1468715 | 0.4120944 |
| glm | 0.7620553 | 0.7255304 | 0.6686995 | 0.1570495 | 0.4296294 |